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March 2013 - Institute of Physics and Engineering in Medicine

March 2013 - Institute of Physics and Engineering in Medicine

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STEREOPHOTOGRAMMETRY FEATUREcan calculate distance measurements, surface area <strong>and</strong>volume with various degrees <strong>of</strong> accuracy. 7 Approximateestimation <strong>of</strong> breast volume may be made from a model<strong>of</strong> half an ellipsoid, based on manual l<strong>in</strong>earmeasurements. Radiological techniques such asmagnetic resonance imag<strong>in</strong>g, x-ray mammography <strong>and</strong>ultrasound have been assessed. 8 These techniques arerout<strong>in</strong>ely used <strong>in</strong> the diagnosis <strong>of</strong> breast cancer althoughthey are expensive, may <strong>in</strong>volve the use <strong>of</strong> ionis<strong>in</strong>gradiation <strong>and</strong> are <strong>of</strong>ten not practical for rout<strong>in</strong>eassessment <strong>of</strong> morphology. Conventionalphotogrammetry is rout<strong>in</strong>ely used as a tool for patientcommunication <strong>and</strong> documentation <strong>of</strong> post-surgicaloutcome; however, as a 2D projection <strong>of</strong> a 3D object, itprovides limited morphological <strong>in</strong>formation <strong>and</strong> servesprimarily as a pictorial record. The breast form has beenclearly def<strong>in</strong>ed <strong>in</strong> the literature <strong>in</strong> three dimensions, two<strong>of</strong> which refer to the breast footpr<strong>in</strong>t on the chest wall(def<strong>in</strong>ed by upper, lower, lateral <strong>and</strong> medial borders)whilst the third dimension def<strong>in</strong>es the volume,projection <strong>and</strong> overall shape <strong>of</strong> the breast. 9 Each <strong>of</strong> theseproperties can be accurately captured us<strong>in</strong>g 3D surfaceimag<strong>in</strong>g technology <strong>in</strong> a way which l<strong>in</strong>ear measurement<strong>and</strong> conventional 2D photography do not allow.Compared to traditional anthropometry,stereophotogrammetry has several advantages<strong>in</strong>clud<strong>in</strong>g non-contact assessment <strong>and</strong> low patientcontact time <strong>and</strong> elim<strong>in</strong>ates r<strong>and</strong>om measurementerrors due to s<strong>of</strong>t tissue deformation as measurementsare made on the images rather than directly on thesubjects. 10 Measurements obta<strong>in</strong>ed from 3D surfaceimag<strong>in</strong>g have the potential to be much moreencompass<strong>in</strong>g <strong>and</strong> are potentially more accurate <strong>and</strong>precise. In addition, digital image analysis may enablepreviously unatta<strong>in</strong>able measurements <strong>of</strong> breastparameters, such as surface area, volume <strong>and</strong>asymmetry, to be easily quantified <strong>and</strong> allow forquantitative evaluation <strong>in</strong> a longitud<strong>in</strong>al sett<strong>in</strong>g. F<strong>in</strong>ally,stereophotogrammetry also has a role <strong>in</strong> establish<strong>in</strong>g ast<strong>and</strong>ardised system for breast analysis, necessary toaccurately assess surgical outcomes <strong>in</strong> a reproduciblemanner. Tepper et al. <strong>in</strong>troduced a framework termedmammometrics, def<strong>in</strong>ed as ‘the establishment <strong>of</strong> fixedplanes <strong>and</strong> po<strong>in</strong>ts to perform objective breastmeasurements’. 11 These planes <strong>and</strong> po<strong>in</strong>ts are def<strong>in</strong>ed <strong>in</strong>figure 2. The use <strong>of</strong> mammometric planes <strong>and</strong> po<strong>in</strong>ts <strong>in</strong>conjunction with stereophotogrammetry data wouldallow changes <strong>in</strong> shape, contour, volume distribution<strong>and</strong> position <strong>of</strong> the breast on the chest wall to bequantitatively determ<strong>in</strong>ed.Purpose <strong>of</strong> workReliability <strong>and</strong> stability <strong>of</strong> image capture, accuracy <strong>and</strong>repeatability <strong>of</strong> anatomical l<strong>and</strong>mark placement <strong>and</strong>limitations <strong>of</strong> the stereophotogrammetry system mustbe <strong>in</strong>vestigated before the system can become anaccepted tool for cl<strong>in</strong>ical research <strong>and</strong> be <strong>in</strong>tegrated <strong>in</strong>tothe hospital environment. This study assessed acommercially available stereophotogrammetry system:Di3D (Di3D.com, Glasgow, UK). The technicalperformance <strong>of</strong> this system was previously <strong>in</strong>vestigatedfor geometric accuracy, reproducibility <strong>and</strong> maximumfield <strong>of</strong> view <strong>in</strong> captur<strong>in</strong>g images <strong>of</strong> the face us<strong>in</strong>g 50mm lenses. 12 We adapted the Di3D system us<strong>in</strong>g wideanglezoom lenses for acquisition <strong>of</strong> the torso for use <strong>in</strong>breast assessment. The overall aim <strong>of</strong> this study was toassess the accuracy, reproducibility <strong>and</strong> stability <strong>of</strong> ahigh-resolution stereophotogrammetry system to imagea female mannequ<strong>in</strong> torso. A key objective was todeterm<strong>in</strong>e if measurements made on the textured virtualsurface computed from stereophotogrammetry areequivalent to traditional anthropometric measurementsmade directly on the mannequ<strong>in</strong>. This approach wasdeveloped to make objective measurements <strong>of</strong> thefemale breast, <strong>and</strong> potential applications are discussed.MethodThree-dimensional surfaces were acquired us<strong>in</strong>g theDi3D system which consisted <strong>of</strong> two camera pods, eachpod conta<strong>in</strong><strong>in</strong>g a pair <strong>of</strong> 10.1 megapixel colour digitalCanon EOS 1000D <strong>and</strong> a synchronised SunPak 383Aut<strong>of</strong>lash. The system captures two stereo pairs <strong>of</strong>images <strong>and</strong> reconstructs the 3D surface by match<strong>in</strong>gdata from each set <strong>of</strong> images (stored <strong>in</strong> JPEG format).The textured surface data consists <strong>of</strong> two components:the 3D mesh, made up <strong>of</strong> four-sided polygons, <strong>and</strong> theoverly<strong>in</strong>g high-resolution texture.The system was used to image a female mannequ<strong>in</strong>torso made <strong>of</strong> exp<strong>and</strong>ed polycarbonate. Red pa<strong>in</strong>t wasapplied <strong>in</strong> a speckle pattern to the surface <strong>of</strong> themannequ<strong>in</strong> to add texture as stereophotogrammetryrequires f<strong>in</strong>e image detail at a pixel level to performaccurate image registration between the pairs <strong>of</strong>photographs. There should be sufficient sk<strong>in</strong> detail <strong>in</strong>human subjects, for example freckles, sk<strong>in</strong> tonevariation <strong>and</strong> moles, to accurately compute the 3Dsurface. A series <strong>of</strong> 17 l<strong>and</strong>marks were marked with af<strong>in</strong>e po<strong>in</strong>t pencil, <strong>of</strong> po<strong>in</strong>t diameter approximately 1.0mm, distributed across the torso. The anatomicallocations <strong>of</strong> these l<strong>and</strong>marks are illustrated on a 3Dimage <strong>of</strong> the mannequ<strong>in</strong> <strong>in</strong> figure 3. The camera systemwas calibrated <strong>in</strong> accordance with manufacturer’s<strong>in</strong>structions. Wide-angle zoom lenses (Tamron 18–55mm, tamron.com, Saitama, Japan) replaced the st<strong>and</strong>ard50 mm lenses supplied with the system to ensure greatercoverage <strong>of</strong> the mannequ<strong>in</strong>. The mannequ<strong>in</strong> waspositioned fac<strong>in</strong>g the centre <strong>of</strong> the camera configurationat a distance <strong>of</strong> 90 cm <strong>and</strong> imaged us<strong>in</strong>g system sett<strong>in</strong>gsrecommended by the manufacturer [shutter speed 50ms, ISO speed 100, flash brightness ¼] <strong>and</strong> a nom<strong>in</strong>alzoom sett<strong>in</strong>g <strong>of</strong> 24 mm. The surface was reconstructedus<strong>in</strong>g Di3Dcapture, V5.2.5. Several experiments werecarried out to assess both the accuracy <strong>and</strong> repeatability<strong>of</strong> the image capture, with emphasis on the validity <strong>of</strong>the system for tak<strong>in</strong>g measurements <strong>of</strong> the breast.System repeatability <strong>and</strong> accuracyThe purpose <strong>of</strong> this experiment was to determ<strong>in</strong>esystem repeatability <strong>and</strong> accuracy <strong>of</strong> s<strong>of</strong>twaremeasurements compared to manual physicalmeasurements on the mannequ<strong>in</strong> <strong>and</strong> to measure <strong>in</strong>terraterreliability. The mannequ<strong>in</strong> surface was captured 10times at short regular <strong>in</strong>tervals <strong>and</strong> the textured surfacesreconstructed. A mean surface was also generated. ‰FIGURE 1.[TOP]3D surfaceimage <strong>of</strong> breastreconstructionshow<strong>in</strong>g (left)high-resolutiondigitalphotograph <strong>of</strong>the sk<strong>in</strong>(texture),(centre) 3Dsurfacerender<strong>in</strong>g <strong>of</strong>(right) the 3Dpolygon mesh▼FIGURE 2.[CENTRE LEFT]Mammometricsframework forobjective breastassessment(used withpermission fromDr Nolan Karp,from Tepper etal. 11 )▼FIGURE 3.[CENTRERIGHT]Anatomicall<strong>and</strong>marks usedfor thevalidation <strong>of</strong>measurementson mannequ<strong>in</strong>surface▼FIGURE 4.[BOTTOM]Colour-codedsurfacedifference mapscompar<strong>in</strong>g 10repeatedstereophotogrammetryacquisitions tothe meansurface (colourscale <strong>in</strong>millimetres)▼SCOPE | MARCH <strong>2013</strong> | 21

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